Instrumental Variables: Extrapolation by Marginal Treatment
Effects
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Documentation for package ‘ivmte’ version 1.4.0
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A B C D E F G I L M N O P Q R S T U V W
-- A --
| AE | Angrist Evans Data |
| altDefSplinesBasis | (Alternative) Defining single splines basis functions, with interactions |
| argstring | Auxiliary function: extract arguments from function in string form |
| audit | Audit procedure |
-- B --
| bound | Obtaining TE bounds |
| boundCI | Construct confidence intervals for treatment effects under partial identification |
| boundPvalue | Construct p-values for treatment effects under partial identification |
| bX | Spline basis function of order 1 |
-- C --
| checkU | Check polynomial form of the u-term |
| classFormula | Auxiliary function: test if object is a formula |
| classList | Auxiliary function: test if object is a list |
| combinemonobound | Combining the boundedness and monotonicity constraint objects |
| constructConstant | Construct constant function |
| criterionMin | Minimizing violation of observational equivalence |
-- D --
| design | Generating design matrices |
-- E --
| extractcols | Auxiliary function: extracting columns by component names |
-- F --
| fmtResult | Format result for display |
| funEval | Evaluate a particular function |
-- G --
| genBasisSplines | Generate basis matrix for splines |
| genboundA | Generating the constraint matrix |
| gendist1 | Generate test distribution 1 |
| gendist1e | Generate test distribution 1 with errors |
| gendist2 | Generate test distribution 2 |
| gendist3 | Generate test distribution 3 |
| gendist3e | Generate test distribution 3 with errors |
| gendist4 | Generate test distribution 4 |
| gendist5e | Generate test distribution 5 (has errors and a covariate) |
| gendist6e | Generate test distribution 6 (has errors and a covariate) |
| gendistBasic | Generate basic data set for testing |
| gendistCovariates | Generate test data set with covariates |
| gendistMosquito | Generate mosquito data set |
| gendistSplines | Generate test data set with splines |
| genej | Auxiliary function: generating basis vectors |
| genGamma | Estimating expectations of terms in the MTR (gamma objects) |
| genGammaSplines | Generate Gamma moments for splines |
| genGammaSplinesTT | Generating the Gamma moments for splines, for 'testthat' |
| genGammaTT | Function to generate gamma moments for 'testthat' |
| gengrid | Generating the grid for the audit procedure |
| genmonoA | Generate components of the monotonicity constraints |
| genmonoboundA | Generating monotonicity and boundedness constraints |
| genSSet | Generating moments/data for IV-like estimands |
| genTarget | Generating target MTR moments |
| genWeight | Generating list of target weight functions |
| getXZ | Auxiliary function: extract X and Z covariates from a formula |
| gmmEstimate | GMM estimate of TE under point identification |
-- I --
| interactSplines | Update splines object with list of interactions |
| isfunctionstring | Auxiliary function: check if string is command |
| ivEstimate | Obtaining IV-like specifications |
| ivmte | Instrumental Variables: Extrapolation by Marginal Treatment Effects |
| ivmteEstimate | Single iteration of estimation procedure from Mogstad, Torgovitsky, Santos (2018) |
| ivmteSimData | ivmte Simulated Data |
-- L --
| l | Listing subsets and components |
| lpSetup | Constructing LP problem |
| lpSetupBound | Configure LP environment for obtaining the bounds |
| lpSetupCriterion | Configure LP environment for minimizing the criterion |
| lpSetupCriterionBoot | Configure LP environment for specification testing |
| lpSetupEqualCoef | Generate equality constraints |
| lpSetupInfeasible | Configure LP environment for diagnostics |
| lpSetupSolver | Configure LP environment to be compatible with solvers |
-- M --
| magnitude | Check magnitude of real number |
| matrixTriplets | Convert matrix into triplet form |
| mInt | Function to generate integral of m0 and m1 |
| modcall | Auxiliary function: modifying calls |
| momentMatrix | Construct pre-meaned moment matrix |
| monoIntegral | Integrating and evaluating monomials |
-- N --
| negationCheck | Check if custom weights are negations of each other |
-- O --
| olsj | OLS weights |
| optionsCplexAPI | Function to parse options for CPLEX |
| optionsCplexAPISingle | Function to parse a single set of options for CPLEX |
| optionsCplexAPITol | Function to extract feasibility tolerance from CPLEX options |
| optionsGurobi | Function to parse options for Gurobi |
| optionsLpSolveAPI | Function to parse options for lp_solve |
| optionsRmosek | Function to parse options for Gurobi |
-- P --
| parenthBoolean | Correct boolean expressions in terms lists |
| permute | Auxiliary function: generate all permutations of a vector |
| permuteN | Auxiliary function: generate all permutation orderings |
| piv | Obtaining IV-like estimands |
| polyparse | Parsing marginal treatment response formulas |
| polyProduct | Function to multiply polynomials |
| popmean | Calulating population mean |
| print.ivmte | Print results |
| propensity | Estimating propensity scores |
-- Q --
| qpSetup | Constructing QCQP problem |
| qpSetupBound | Constructing QCQP problem for bounding |
| qpSetupCriterion | Configure QCQP problem to find minimum criterion |
| qpSetupInfeasible | Configure QP environment for diagnostics |
-- R --
| removeSplines | Separating splines from MTR formulas |
| rescaleX | Function to implement rescaling procedure |
| restring | Auxiliary function that converts an expression of variable names into a vector of strings. |
| rhalton | Generate Halton sequence |
| runCplexAPI | Running cplexAPI solver |
| runGurobi | Running Gurobi solver |
| runLpSolveAPI | Running lpSolveAPI |
| runMosek | Running Rmosek |
-- S --
| selectViolations | Select points from audit grid to add to the constraint grid |
| sOls1d | IV-like weighting function, OLS specification 1 |
| sOls2d | IV-like weighting function, OLS specification 2 |
| sOls3 | IV-like weighting function, OLS specification 3 |
| sOlsSplines | IV-like weighting function, OLS specifications |
| splineInt | Integrating splines |
| splinesBasis | Evaluating splines basis functions |
| splineUpdate | Constructing higher order splines |
| statusString | Convert status code to string |
| sTsls | IV-like weighting function, TSLS specification |
| sTslsSplines | IV-like weighting function, TSLS specification |
| subsetclean | Auxiliary function: remove extraneous spaces |
| summary.ivmte | Summarize results |
| sWald | IV-like weighting function, Wald specification |
| symat | Generate symmetric matrix |
-- T --
| tsls | TSLS weights, with controls |
-- U --
| unstring | Auxiliary function that converts a vector of strings into an expression containing variable names. |
| uSplineBasis | Spline basis function |
| uSplineInt | Integrated splines |
-- V --
| vecextract | Auxiliary function: extracting elements from strings |
-- W --
| wate1 | Target weight for ATE |
| watt1 | Target weight for ATT |
| wAttSplines | Target weighting function, for ATT |
| watu1 | Target weight for ATU |
| weights | Generating splines weights |
| wgenlate1 | Target weight for generalized LATE |
| whichforlist | Auxiliary function: 'which' for lists |
| wlate1 | Target weight for LATE |